Cover of Applied Spatial Statistics and Econometrics: Data Analysis in R by Kopczewska, Katarzyna, ISBN 9780367470760
Econometrics

Applied Spatial Statistics and Econometrics: Data Analysis in R

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Paperback · ISBN 9780367470760

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Key Specifications

ISBN 9780367470760
Publisher Routledge
Publication date November 2020
Language English
MRP £63.99 GBP
Page count 622
Item weight 304 g

This textbook is a comprehensive introduction to applied spatial data analysis using R. Each chapter walks the reader through a different method, explaining how to interpret the results and what conclusions can be drawn. The author team showcases key topics, including unsupervised learning, causal inference, spatial weight matrices, spatial econometrics, heterogeneity and bootstrapping. It is accompanied by a suite of data and R code on Github to help readers practise techniques via replication and exercises.

This text will be a valuable resource for advanced students of econometrics, spatial planning and regional science. It will also be suitable for researchers and data scientists working with spatial data.